Overview of Solargis API

The purpose of the Solargis API is to provide automated access to Solargis data and services for computers over the web.  API is the "user interface" for developers. Developers can automate integrating Solargis products into customized solutions. 

Table: overview of data available through the Solargis API.


Solargis API type
Availability of PV, solar and meteorological dataTechnical features
historicaloperationalreal-time and nowcastingNWP datalong-term averageprotocoltype of communicationcontent type
Data Delivery Web Service

YES

YESYESYESNOHTTPSsynchronousXML
pvPlanner Web ServiceNONONONOYESHTTPSsynchronousXML
Push data deliveryYESYESYESYESNOSFTP, HTTPSscheduled pushCSV


Solargis web services consist of two different endpoints:

  • Data Delivery Web Service - the main service for accessing Solargis time series data. Both request and response is an XML document. The request parameters (XML elements and attributes) are formally described by XML Schema Definition documents (XSD). By using the schema, request or response can be verified programmatically. For this service, we provide two endpoints - the REST-like endpoint, and the SOAP endpoint. Look for more technical information here.  Authentication and billing is based on API key registered with the user. Please contact us to discuss details, set up trial or ask for a quotation.
  • pvPlanner Web Service - this simple web service provides monthly long-term averaged data (including yearly value) of PV, solar and meteorological data with global coverage. The service is aimed for prospection and pre-feasibility. By sending an XML request the user mimics the click on the Calculate button in the interactive Solargis pvPlanner application. Request and response for the service is not described in this user guide. More information can be found here.

Additionally, we provide the Push data delivery service where the request (a CSV file) is stored in the user's remote directory (SFTP, Azure,...). The service is then scheduled to push CSV response files regularly. Request processing is asynchronous - the client uploads the CSV request, the server processes the request according to a schedule (e.g., once a day, every hour), the client then checks for the response files. The CSV request allows for multiple locations in one file. For pricing and setting up a trial FTP user account, please contact us.

In the case of the solar and PV time series, we use satellite data since available history up to the present moment plus nowcasting for additional 5 hours ahead. The range of the satellite data includes historical / archived data, operational data, real-time data and the Cloud Motion Vector model (CMV, also called as nowcasting). Historical data ranges up to the last completed calendar month and can be considered as "definitive". Data in the current calendar month up to DAY-1 is so-called "operational", and will be re-analyzed in the beginning of the next month using the final version of required data inputs. Important is to note that differences introduced with the re-analysis are typically small. Solar data in the current day comes from the "real-time" satellite data and will be updated as soon as the current day is finished. Then, based on the latest satellite images, we predict solar data parameters by using the CMV model in the range of next 5 hours. The present moment and a short period before is covered by the nowcasting data as the very recent satellite scene is still in progress. This delay can take up to 30 minutes (depending on the satellite scanning frequency). Later on, after the nowcasting time range, we use post-processed output from Numerical Weather Prediction models (NWP). Satellite-based data is seamlessly integrated with the NWP data within the response. In the case of locations where satellite real-time & nowcasting data is not yet available, the NWP data is used over the course of the current day.  All meteorological data (TEMP, WS, AP, RH,...) comes from the NWP data sources.


The schema shows how the data sources are integrated into the response.

Satellite based solar data

Current spatial coverage of satellite data available through the API.

In the orange regions the satellite data is updated every day (so that DAY-1 is available, see below table for exact timing). Regions outlined by the dark red polygons are updated every 30 minutes (the satellite real-time and the nowcasting data are available up to the current moment plus additional 5 hours ahead). Main data parameters include GHI, DNI, DIF (calculated parameters GTI, PVOUT).

Map of satellite data regions.

Overview of satellite data sources:

satellite data regionhistorical data startdescription of satelliteslocal DAY-1 is available at

real-time and nowcasting (in dark red polygons)

GOES WEST1999-01-01

2020+: GOES-S, 10-minute time step

2019 - 1999:  GOES-W, 30-minute time step

12:30 UTC
GOES EAST1999-01-01

2018+: GOES-R, 15-minute time step

2017 - 1999:  GOES-E, 30-minute time step

08:30 UTCdata updated every 30 minutes, shipping by Push delivery every 1 hour
GOES EAST PATAGONIA2018-01-012018+: GOES-R, 15-minute time step08:30 UTC
METEOSAT PRIME1994-01-01

2005+: MSG 15-minute time step

2004 - 1994:  MFG, 30-minute time step

01:30 UTCdata updated every 30 minutes, shipping by Push delivery every 1 hour
METEOSAT IODC1999-01-01

2017+: MSG 15-minute time step

2016 - 1999:  MFG, 30-minute time step

23:30 UTC data updated every 30 minutes, shipping by Push delivery every 1 hour
IODC-HIMAWARI1999-01-01

2017+: HIMAWARI 10-minute time step

2016 - 1999:  MFG, 30-minute time step

20:30 UTCdata updated every 30 minutes, shipping by Push delivery every 1 hour
HIMAWARI2006-07-01

2016+: HIMAWARI 10-minute time step

2015 - 2006:  MTSAT, 30-minute time step

20:30 UTC

data updated every 30 minutes, shipping by Push delivery every 1 hour

Each daily update of the data re-calculates satellite values for two days backward (DAY-1 and DAY-2). Monthly update (on the 3rd day of each calendar month) re-calculates the whole previous month as soon as completed. The purpose of these updates is described in this article. We gradually expand spatial coverage of the satellite data accessible via API - towards the global coverage. To request operational and historical data in the out-of-coverage areas, please use Solargis climData online shop or contact us.

The data from orange regions in the map is also available by using interactive application pvSpot (daily operational data) and the data is accessible within minutes after purchasing in the climData online shop.

Numerical Weather Prediction (NWP) data

Solar data parameters (GHI, DNI) taken from NWP models are used to fill period from the current day onward. NWP data are not used for historical solar data records (see the satellite data section). For meteorological data parameters (TEMP, WS, WD, PREC, RH, PWAT, ...) NWP data sources are used in the whole range. Historical meteorological data older than MONTH-1 can be considered as definitive. Solargis uses post-processed NWP historical data products from the following providers: NOAA (GFS, CFS v2), ECMWF (IFS, ERA5), DWD (ICON). The NWP data coverage is global - between latitudes -60 deg (South) and 70 deg (North).

Find more information about the forecasting here.

Data Delivery Web Service

The client (most often a computer) will send the XML request and waits for the XML response. Users can test web services directly from the web browser by using e.g. REST Client for Firefox or via a native application like Postman. Before sending requests user must set the HTTP Method to "POST", define endpoint URL to https://solargis.info/ws/rest/datadelivery/request?key=demo and also set a header to "Content-Type: application/xml". Then use the XML request examples below and send them in the body of the HTTP request and explore XML responses. Typically, developers will create client code to send requests and handle responses scheduled in time. For creating client code, we provide samples for PythonJavaPHP. For all technical details visit this link

XML request

Root

element namedataDeliveryRequest
defined inhttp://solargis.info/schema/ws-data.xsd
descriptionThe root element of the XML request is the <dataDeliveryRequest> with required attributes 'dateFrom' and 'dateTo' for setting desired data period in the response. Accepted is a date string in the form of  ''YYYY-mm-dd" e.g., "2017-09-30". It is assumed UTC (GMT+00) time zone for both dates unless otherwise specified by the <timeZone> element of the <processing>.
contentrequired one <site> , required one <processing>
@dateFrom*start of the data period, ''YYYY-mm-dd"
@dateTo*end of the data period, ''YYYY-mm-dd"

Explanation of the table above: The 'element name' is what you can see in the XML request, e.g., <dataDeliveryRequest>. If the element is of simple type, the content is a literal (text or number), otherwise the content can be list of another <element> or none. Attribute of the element is prefixed by the '@' character. Required attributes are marked by '*' character.

Size of date period in single XML request is limited to 31 days regardless of the Processing.summarization.


Processing

element nameprocessing
defined inhttp://solargis.info/schema/data-request.xsd
descriptionComplex element with instructions about how response should be generated.
contentoptional one <timeZone>, optional one <timestampType>
@summarization*required, time frequency in the response. One of YEARLY, MONTHLY, DAILY, HOURLY, MIN_30, MIN_15, MIN_10, MIN_5
@key*required, text value, output data parameters separated by white space. Example: key="GHI GTI TEMP WS PVOUT". See below table for all supported parameters.
@terrainShadingoptional, boolean, if 'true', the distant horizon taken from SRTM data is considered, default is 'false' (no horizon obstructions at all), Note: a user can also apply custom horizon data by providing <horizon> element within the <site> element

(as historical multi-year time series)


Table of supported data parameters in the XML request:

parameter

description

GHI

Global Horizontal Irradiation [kWh/m2, Wh/m2, W/m2]. Regarding units see below note.
GHI_CClear-sky Global Horizontal Irradiation [kWh/m2, Wh/m2, W/m2]
GHI_UNC_HIGHGHI high estimate (10 % prob. of exceedance) [kWh/m2, Wh/m2, W/m2]
GHI_UNC_LOWGHI low estimate (90 % prob. of exceedance) [kWh/m2, Wh/m2, W/m2]
DNIDirect Normal Irradiation [kWh/m2, Wh/m2, W/m2]
DNI_CClear-sky Direct Normal Irradiation [kWh/m2, Wh/m2, W/m2]
DIFDiffuse Horizontal Irradiation [kWh/m2, Wh/m2, W/m2]
GTIGlobal Tilted Irradiation [kWh/m2, Wh/m2, W/m2]
GTI_UNC_HIGHGTI high estimate (10 % prob. of exceedance) [kWh/m2, Wh/m2, W/m2]
GTI_UNC_LOWGTI low estimate (90 % prob. of exceedance) [kWh/m2, Wh/m2, W/m2]
GTI_CGlobal tilted clear-sky irradiance [W/m2]
CI_FLAGCloud identification quality flag [categories], this parameter is presented as 'flagR' in the response
FLAG_Ralias for CI_FLAG
KTMDeprecated alias of KC. Can be discontinued in future versions.
KCClear-sky index [unitless]
KTclearness index, values range (0, 1.1), during the night -9
PARPhoto-synthetically Active Irradiation [kWh/m2, Wh/m2, W/m2]
SESun Altitude (Elevation) Angle [deg.]
SASun Azimuth Angle [deg.]
TEMPAir Temperature at 2m [deg. C]
TDDew Point Temperature [deg. C]
WBTWet Bulb Temperature [deg. C]
APAtmospheric Pressure [hPa]
RHRelative Humidity [%]
WSWind Speed [m/s]
WDWind Direction [deg.]
PRECPrecipitation Rate [kg/m2]
PWATPrecipitable Water [kg/m2]
PVOUTPhotovoltaic Output [kW, kWh]. Regarding units see below note.
PVOUT_UNC_HIGHPVOUT high estimate (10 % prob. of exceedance) [kW, kWh]
PVOUT_UNC_LOWPVOUT low estimate (90 % prob. of exceedance) [kW, kWh]
SDWEWater equivalent of accumulated snow depth [kg/m2]
SWEDeprecated alias of SDWE. Can be discontinued in future versions. SDWE will be returned in a response.
TMODModule temperature [deg. C]. This parameter needs a PV system defined in the request.
WGWind Gust [m/s]
WS100Wind speed at 100 m [m/s]
WD100Wind direction at 100 m [deg.]
SFWEWater equivalent of fresh snowfall rate [kg/m2/hour] - source ERA5 , the latest data available is approx. one month backward (no data for very recent or forecast period)
INCIncidence angle of direct irradiance [deg.], this parameter needs GTI or PVOUT in the request
TILTTilt of inclined surface [deg.], this parameter needs GTI or PVOUT in the request
ASPECTAspect of inclined surface [deg.], this parameter needs GTI or PVOUT in the request

Units of solar and PV data parameters

For sub-hourly data the solar and PVOUT value typically represents instantaneous value (a power measured exactly at the given timestamp), so the PVOUT unit will be the kW (or W/m2 in case of solar irradiance).

For hourly and bigger aggregation, the value represents the amount of energy accumulated or averaged within the agg. interval - the unit is the kWh (or Wh/m2, kWh/m2 in case of solar irradiation).

element nametimeZone
defined inhttp://solargis.info/schema/data-request.xsd
descriptionSimple element provides time zone in the response (how all timestamps should be shifted from GMT, resp. UTC). Hourly precision is currently supported.
contentrequired, string value in the pattern "GMT[+-][number of hours zero padded]", default value is GMT+00 (=UTC time zone), Example: GMT-04, GMT+05

element nametimestampType
defined inhttp://solargis.info/schema/data-request.xsd
descriptionSimple element provides how aggregated time intervals in the response should be labeled.

Valid for [sub]hourly summarization. Intervals can be time-stamped at the center (default) or at start or at end. In other words, users can choose the left (START) or the right (END) edge of the time interval for its label (besides the center).

contentrequired, one of START, CENTER, END

Site

element namesite
defined inhttp://solargis.info/schema/data-request.xsd
descriptionComplex element representing site location, optionally with a PV technology installed
contentoptional one <geometry>, optional one <system>, optional one <terrain>, optional one <horizon>
@id*required, site identification, cannot start with number, cannot have white space. It is recommended to use different site id for unique combinations of latitude and longitude. Referring to the specific site id facilitates the troubleshooting of issues in the API. Do not reuse the same site id for multiple locations.
@lat*required, site latitude in decimal degrees e.g, 48.61259
@lng*required, site longitude in decimal degrees e.g, 20.827079
@nameoptional, more descriptive name of the site (e.g., address), default is empty string

element nameterrain
defined inhttp://solargis.info/schema/common-geo.xsd
descriptionGround terrain characterized by altitude, terrain slope and terrain azimuth. Terrain properties can affect the self shading of a fixed angle PV array.
contentnone
@elevationoptional, meters above the mean see level. If missing, the value will be taken from SRTM terrain database
@azimuthoptional, orientation of tilted terrain in degrees, 0 for North, 180 for South, clockwise, default is 180, has no meaning for a flat terrain
@tiltoptional, slope tilt of terrain in degrees, 0 for flat ground, 90 for vertical surface, default is 0 (flat)

element namehorizon
defined inhttp://solargis.info/schema/common-geo.xsd
descriptionUser can provide custom skyline for expressing distant or close obstruction features (hills, trees, buildings, poles, etc.)
contentString of this form: space-delimited list of float number pairs [azimuth in degrees:0-360]:[horizon height in degrees:0-90], Example: "<geo:horizon>0:3.6 123:5.6 359:6</geo:horizon>"

element namegeometry
defined inhttp://solargis.info/schema/common-pv.xsd
description

Parametrization of PV system mounting type used for calculating GTI and PVOUT. If this element is missing and GTI/PVOUT is requested, flat-lying PV panels are considered (GTI=GHI). Examples:

<pv:geometry xsi:type="pv:GeometryFixedOneAngle" azimuth="180" tilt="25"/>

<pv:geometry xsi:type="pv:GeometryOneAxisHorizontalNS" rotationLimitEast="-90" rotationLimitWest="90" backTracking="true" azimuth="180"/>

<pv:geometry xsi:type="pv:GeometryOneAxisInclinedNS" axisTilt="30" rotationLimitEast="-90" rotationLimitWest="90" backTracking="true" azimuth="180"/>

<pv:geometry xsi:type="pv:GeometryOneAxisVertical" tilt="25" rotationLimitEast="-180" rotationLimitWest="180" backTracking="true"/>

<pv:geometry xsi:type="pv:GeometryTwoAxisAstronomical" rotationLimitEast="-180" rotationLimitWest="180" tiltLimitMin="10" tiltLimitMax="60" backTracking="true"/>

contentnone
@type*

required, concrete type of given geometry. Use one from GeometryFixedOneAngle, GeometryOneAxisHorizontalNS, GeometryOneAxisInclinedNS, GeometryOneAxisVertical, GeometryTwoAxisAstronomical, see table below

@azimuth

the value in degrees of a true geographical azimuth (0: north, 90: east, 180: south, 270: west, 360: north --> a compass value) . In the case of 'GeometryFixedOneAngle' the azimuth attribute is required.

In the case of two tracker types (GeometryOneAxisHorizontalNS, GeometryOneAxisInclinedNS) the value is the compass value at which the southern end of the tracker axis is oriented. Regardless of the Earth's hemisphere. With trackers, the value is limited to the range from 135 deg. to 225 deg. inclusive, so the deviation from the north-south line is not bigger than 45 degrees. With trackers, the attribute is optional and it defaults to 180 deg. (which means the southern end of the axis faces to geographical south, so the tracker field is aligned with the north-south line which is the optimal solution for most cases).

@tilttilt of panel surface in degrees range (0, 90), 0=horizontal, 90=vertical surface, required for 'GeometryFixedOneAngle' and 'GeometryOneAxisVertical' types
@axisTilt

optional, tilt of rotating inclined axis in degrees, 0 = horizontal, 90 = vertical axis, only applicable for 'GeometryOneAxisInclinedNS',

WARNING: if this attribute is missing, the value defaults to 30 degree.

@rotationLimitEast

optional, default is the unlimited motion in the range (-180, 180), used for all trackers. The general rule is: negative value is used for the east side, positive for the west side, the same rule applies for both Earth hemispheres). The meaning is slightly different for different types of tracker:

GeometryOneAxisHorizontalNS: rotation limits are defined as tilt of tracker table relative to its central position (which is horizontal=0 deg.), both limits are typically symmetric, e.g., rotationLimitEast=-50, rotationLimitWest=50

GeometryOneAxisInclinedNS: rotation limits are defined as tilt of tracker table relative to its central position (in this case the inclined plane defined by axisTilt attribute), both limits are typically symmetric, e.g., rotationLimitEast=-50, rotationLimitWest=50

GeometryOneAxisVertical: rotation limits are defined relative to 0 deg. (initial tracker position regardless of hemisphere), default range from -180 to 180 deg (-90 deg. east and +90 deg. west)

GeometryTwoAxisAstronomical: definition (for vertical axis) is the same as with GeometryOneAxisVertical tracker

@rotationLimitWestoptional, westward motion limit, described above
@tiltLimitMinoptional, only used with the horizontal axis of 'GeometryTwoAxisAstronomical' tracker. Limit is defined in the range of degrees (-90, +90), relative to the horizontal position of the tracking surface (0 deg.). Example: tiltLimitMin="0" tiltLimitMax="60", the tracker follows the sun elevation in the range from horizontal position to 60 degree of tilt.
@tiltLimitMaxoptional, max tilt of the tracking surface, described above
@backTrackingoptional boolean value, default is 'false' - tracker moves freely regardless of the neighbors, value is 'true' - tracker moves in the way it avoids shading from neighboring tracker constructions.


Table of supported geometries (PV mounting types):

GeometryFixedOneAngle

GeometryOneAxisVertical

GeometryOneAxisInclinedNS

GeometryOneAxisHorizontalNS

GeometryTwoAxisAstronomical

  • fixed surface described by azimuth and tilt
  • self-shading simulation supported
  • single vertical tracker axis
  • tilted fixed surface
  • rotation limits
  • back-tracking
  • relative column spacing
  • self-shading simulation not implemented
  • single inclined tracker axis
  • tilted surface
  • rotation limits
  • azimuth of the axis
  • back-tracking
  • relative column spacing
  • self-shading simulation supported
  • single horizontal tracker axis
  • rotation limits
  • azimuth of the axis
  • back-tracking
  • relative column spacing
  • self-shading simulation supported

  • two tracker axes
  • rotation limits for both axes
  • back-tracking
  • relative column spacing
  • self-shading simulation not implemented


PV system

element namesystem
defined inhttp://solargis.info/schema/common-pv.xsd
description

Parametrization of the PV system. Required for simulating PVOUT parameter.

contentrequired one <module> element, required one <inverter> element, required one <losses> element, optional one <topology> element,
@installedPower*

required float value (greater than zero). Total installed DC power of the PV system in kilowatts-peak (kWp). The total PV system rating consists of a summation of the panel ratings measured in STC.

@installationTypeoptional, use one from FREE_STANDING (default), ROOF_MOUNTED, BUILDING_INTEGRATED. This property of the PV system helps to estimate how modules are cooled by air. For sloped roof with PV modules on rails tilted at the same angle as the roof choose 'ROOF_MOUNTED' value. For PV modules incorporated into building facade choose 'BUILDING_INTEGRATED' value. This option is considered as the worst ventilated. As the best ventilated option is considered 'FREE_STANDING' installation. This typically means stand-alone installation on tilted racks anchored into the ground. Also choose this option if a PV system is installed on a flat roof.
@dateStartup

optional string formatted as "yyyy-mm-dd" (example 2015-01-01). Start-up date of the PV system (unpacking of modules). This parameter is used for calculation of degradation of modules caused by aging. If omitted, the degradation is not taken into account.

@selfShading

optional, default is 'false'. The parameter affects PV power calculation for 'GeometryFixedOneAngle' geometry, then 'GeometryOneAxisInclinedNS' and 'GeometryOneAxisHorizontalNS' trackers if backTracking="false". When 'selfShading' is switched on, the simulated PV power is typically lower comparing to standalone PV construction not affected by shading from its neighbors. With trackers, always switch off 'backTracking' attribute, because the back tracking avoids self-shading.


element namemodule
defined inhttp://solargis.info/schema/common-pv.xsd
description

Parametrization of the PV system modules. Required for simulating PVOUT parameter. All modules in one PV system are considered of the same type.

contentoptional one <degradation> element, optional one <degradationFirstYear> element, optional one <surfaceReflectance> element, optional one <nominalOperatingCellTemp> element, optional one <PmaxCoeff> element
@type*

required. Enumerated codes for materials used in PV modules. Use 'CSI' for crystalline silicon, 'ASI' for amorphous silicon, 'CDTE' for cadmium telluride, 'CIS' for copper indium selenide. For the estimate of module's surface reflectance we use an approach described here.


element namedegradation
defined inhttp://solargis.info/schema/common-pv.xsd
description

Estimated annual degradation [%] of rated output power of PV modules. This element is only considered if "dateStartup" attribute of PV system is present. If the element is missing, degradation defaults to 0.5%/year.

contentrequired, float number in the range (0, 100), %

element namedegradationFirstYear
defined inhttp://solargis.info/schema/common-pv.xsd
description

Estimated annual degradation [%] of rated output power of PV modules in the first year of operation. If the element is missing, degradation defaults to 0.8%/year.

contentrequired, float number in the range (0, 100), %

element namesurfaceReflectance
defined inhttp://solargis.info/schema/common-pv.xsd
description

Empirical dimensionless ratio. Typical value 0.12.

contentrequired, float number


element namenominalOperatingCellTemp
defined inhttp://solargis.info/schema/common-pv.xsd
description

Normal operating cell temperature (NOCT). Float value of the temperature in degrees Celsius of a free standing PV module exposed to irradiance of 800 W/m2 in the ambient air temperature of 20°C and wind speed of 1 m/s. The value is given by manufacturer and for ventilated free-standing PV systems only. If the element is missing, the NOCT value defaults to (based on technology):

CSI=46°C
ASI=44°C
CDTE=45°C
CIS=47°C

contentrequired, float number in degrees Celsius

element namePmaxCoeff
defined inhttp://solargis.info/schema/common-pv.xsd
description

Negative percent float value representing the change of PV panel output power for temperatures other than 25°C (decrease of output power with raising temperature). This property is given at the STC by manufacturer. If the element is missing, the PmaxCoeff value defaults to (based on technology):

CSI=-0.438%/°C
ASI=-0.18%/°C
CDTE=-0.297%/°C
CIS=-0.36%/°C

contentrequired, float number, percent per degree Celsius (%/°C)

element nameinverter
defined inhttp://solargis.info/schema/common-pv.xsd
description

Parametrization of the PV system inverter. Required for simulating PVOUT parameter. All inverters in one PV system are considered of the same type.

contentoptional one <efficiency> element, optional one <limitationACPower> element

element nameefficiency
defined inhttp://solargis.info/schema/common-pv.xsd
description

Efficiency of the inverter. If the element is missing, the efficiency is given as a constant value of 97.5%.

@type*required, concrete type of how efficiency of the inverter should be modeled. Use one from EfficiencyConstant, EfficiencyCurve
content

required, based on type:

EfficiencyConstant:

float number, [%]. Value of inverter's efficency known as Euro or CEC (California Energy Commission) efficiency. This value is a calculated weighted efficiency given by manufacturer. It gives a simplified picture about an inverter's, in fact non-linear, performance. Valid range of this value is typically in the range 70%-100%. For better results, it is recommended to provide inverter's efficiency curve.

EfficiencyCurve:

text value, pairs of kW:percent. Efficiency of inverter is of non-linear nature, so it can be described as simplified curve defined as list of data points. Data point on the curve is defined by coordinates, where the x coordinate is absolute float value of input power in kilowatts (kW) and y coordinate is percent float value of the corresponding inverter's efficiency (%). This parameter accepts string value of this pattern: 'x1:y1 x2:y2 x3:y3 xn:yn'. A dot should be used as decimal separator, white space as a pair delimiter and colon as x:y delimiter. We assume the last point determines the maximum input power of the inverter (with corresponding efficiency). Example of an efficiency curve with the maximum input power of 3 kW is:

<pv:efficiency xsi:type="pv:EfficiencyCurve" dataPairs="0:85.6 0.5:96.2 1:98 1.5:97 2:97 2.5:96 3.0:96"/>

It is assumed, that one efficiency curve is valid for all inverters of the PV system (their powers are summed).


element namelimitationACPower
defined inhttp://solargis.info/schema/common-pv.xsd
description

Maximum power accepted by the inverter as AC output. Higher power values are 'clipped'. Clipping refers to the situation where the AC power output of an inverter is limited due to the peak rating of the inverter (the parameter value in kW), even though the additional power may still be available from the solar modules. If you have power factor (PF) and AC limit in kVA available, use this formula: PF * AC_limit_kVA = kW, to obtain the value of this parameter.

No default.


contentrequired, float number, kilowatts [kW]

element namelosses
defined inhttp://solargis.info/schema/common-pv.xsd
description

Estimation of various PV losses.

contentoptional one <acLosses> element, optional one <dcLosses> element

element namedcLosses
defined inhttp://solargis.info/schema/common-pv.xsd
description

Estimation of power losses on the DC side. If the element is missing, the specific DC losses are estimated by default as:

snowPolution: 2.5%

cables: 2.0%

mismatch: 1.0%

contentnone
@snowPollutionannual value of estimated dirt and snow losses [%]
@monthlySnowPollution

Distribution of the 'snowPollution' attribute value into 12 monthly average values. Value of the parameter must consist of 12 percent float values delimited by white space. If this parameter is present, it takes precedence over 'snowPollution' attribute. Example:

<pv:dcLosses cables="0.2" mismatch="0.3" monthlySnowPollution="5 5.2 3 1 1 1 1 1 1 1 2 4"/>

@cablesannual value of estimated DC cabling losses [%]
@mismatchannual value of estimated DC mismatch losses [%]

element nameacLosses
defined inhttp://solargis.info/schema/common-pv.xsd
description

Estimation of power losses on the AC side. If the element is missing, the specific AC losses are estimated by default as:

transformer: 1.0%

cables: 0.5%

contentnone
@transformerannual value of estimated transformer losses [%]
@cablesannual value of estimated AC cabling losses [%]

element nametopology
defined inhttp://solargis.info/schema/common-pv.xsd
description

The element is for defining PV plant layout on the ground. The reason is to provide inputs for calculation of self-shading impact on PV power (e.g., how close to each other are PV constructions).

contentnone
@type*XML element type, required, concrete type of how topology should be modeled. Use one from TopologyRow (applies for the 'GeometryFixedOneAngle' geometry), TopologyColumn (use for all trackers). It is assumed trackers are spaced equally in both directions (rows and columns) creating a regular grid.
@relativeSpacing

required, unitless ratio. The attribute specifies the ratio of distance between the neighboring PV table legs and PV table width. Direction of the distance depends on whether topology is specified as TopologyRow or TopologyColumn. See picture below how to calculate the value.

@typeoptional. This parameter estimates a magnitude of loss of PV power when modules are shaded or semi-shaded. The effect depends on wiring interconnections within a module. Shading influence ranges from 0% (no influence) to 100% (full influence) and it is classified into following categories (based on the influence value):

PROPORTIONAL = 20%
UNPROPORTIONAL1 = 40%
UNPROPORTIONAL2 = 60%
UNPROPORTIONAL3 = 80%
When this attribute is missing, the self-shading influence is estimated to 5%.

Figure: Calculation of relative row spacing value (= x3/x2). 

For sub-hourly data the PVOUT value typically represents instantaneous value (a power measured exactly at the given timestamp), so the PVOUT unit will be the kW (or W/m2 in case of irradiation).

For hourly and bigger aggregation, the value represents an energy accumulated or averaged within the agg. interval - the unit is the kWh (or Wh/m2, kWh/m2 in case of irradiation).

XML request examples

Example of all options (full request)

Some elements or attributes are mutually exclusive and are commented-out in the listing e.g., user must decide which geometry type to simulate.

<ws:dataDeliveryRequest dateFrom="2017-09-22" dateTo="2017-09-30"
    xmlns="http://geomodel.eu/schema/data/request"
    xmlns:ws="http://geomodel.eu/schema/ws/data"
    xmlns:geo="http://geomodel.eu/schema/common/geo"
    xmlns:pv="http://geomodel.eu/schema/common/pv"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
      
    <site id="demo" lat="48.61259" lng="20.827079">
       <geo:terrain elevation="120" azimuth="180" tilt="5"/>
       <geo:horizon>0:3.6 123:5.6 359:6</geo:horizon>
       <pv:geometry xsi:type="pv:GeometryFixedOneAngle" azimuth="180" tilt="25"/>
       <!-- <pv:geometry xsi:type="pv:GeometryOneAxisHorizontalNS" rotationLimitEast="-90" rotationLimitWest="90" backTracking="true" azimuth="180"/>  -->
       <!-- <pv:geometry xsi:type="pv:GeometryOneAxisInclinedNS" axisTilt="30" rotationLimitEast="-90" rotationLimitWest="90" backTracking="true" azimuth="180"/> -->
       <!-- <pv:geometry xsi:type="pv:GeometryOneAxisVertical" tilt="25" rotationLimitEast="-180" rotationLimitWest="180" backTracking="true"/> -->
       <!-- <pv:geometry xsi:type="pv:GeometryTwoAxisAstronomical" rotationLimitEast="-180" rotationLimitWest="180" 
   				tiltLimitMin="10" tiltLimitMax="60" backTracking="true"/> -->
        <pv:system installedPower="1000" installationType="FREE_STANDING" dateStartup="2014-01-03" selfShading="true">
            <pv:module type="CSI">
                <pv:degradation>0.3</pv:degradation>
                <pv:degradationFirstYear>0.8</pv:degradationFirstYear>
                <pv:nominalOperatingCellTemp>45</pv:nominalOperatingCellTemp>
                <pv:PmaxCoeff>-0.38</pv:PmaxCoeff>
            </pv:module>
            <pv:inverter>
                <pv:efficiency xsi:type="pv:EfficiencyConstant" percent="97.5"/>
                <!--<pv:efficiency xsi:type="pv:EfficiencyCurve" dataPairs="0:20 50:60 100:80 150:90 233:97.5 350:97 466:96.5 583:96 700:95.5 750:93.33 800:87.5 850:82.35 900:77.8 950:73.7"/>-->
                <pv:limitationACPower>900</pv:limitationACPower>
            </pv:inverter>
            <pv:losses>
                <pv:acLosses cables="0.1" transformer="0.9"/>
                <pv:dcLosses cables="0.2" mismatch="0.3" snowPollution="3.0"/>
                <!-- <pv:dcLosses cables="0.2" mismatch="0.3" monthlySnowPollution="5 5.2 3 1 1 1 1 1 1 1 2 4"/> -->
            </pv:losses>
            <pv:topology xsi:type="pv:TopologySimple" relativeSpacing="2.4" type="UNPROPORTIONAL2"/>
            <!-- <pv:topology xsi:type="pv:TopologyColumn" relativeSpacing="2.5" type="UNPROPORTIONAL2"/> -->
        </pv:system>
    </site>   
    <processing key="GHI GTI TEMP WS PVOUT" summarization="HOURLY" terrainShading="true">
      <timeZone>GMT+01</timeZone>
      <timestampType>END</timestampType>
    </processing>  
</ws:dataDeliveryRequest>

Example of fixed mounted PV system

<ws:dataDeliveryRequest dateFrom="2018-02-11" dateTo="2018-02-11"
    xmlns="http://geomodel.eu/schema/data/request"
    xmlns:ws="http://geomodel.eu/schema/ws/data"
    xmlns:geo="http://geomodel.eu/schema/common/geo"
    xmlns:pv="http://geomodel.eu/schema/common/pv"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
      
    <site id="demo" lat="48.61259" lng="20.827079">
       <geo:terrain elevation="246" azimuth="180" tilt="2"/>
       <!--azimuth and tilt of terrain affects PVOUT values only if selfShading attribute of the system is true-->
        <pv:geometry xsi:type="pv:GeometryFixedOneAngle" tilt="25" azimuth="180"/> <!--azimuth and tilt attributes are required-->
        <pv:system installedPower="1" installationType="FREE_STANDING" selfShading="true">
		<!--by setting selfShading=true we can switch on the impact of inter-row shading on PVOUT-->
            <pv:module type="CSI"></pv:module>
            <pv:inverter></pv:inverter>
            <pv:losses></pv:losses>
        	  <pv:topology xsi:type="pv:TopologyRow" relativeSpacing="2.5" type="UNPROPORTIONAL2"/>
        </pv:system>
    </site>   
    <processing key="GTI TEMP PVOUT" summarization="HOURLY" terrainShading="true">
           <timeZone>GMT+01</timeZone>
        <timestampType>CENTER</timestampType>
    </processing>  
</ws:dataDeliveryRequest>

Example of tracking PV system with one horizontal axis in the north-south direction

<ws:dataDeliveryRequest dateFrom="2018-02-11" dateTo="2018-02-11"
    xmlns="http://geomodel.eu/schema/data/request"
    xmlns:ws="http://geomodel.eu/schema/ws/data"
    xmlns:geo="http://geomodel.eu/schema/common/geo"
    xmlns:pv="http://geomodel.eu/schema/common/pv"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
    <site id="demo" lat="48.61259" lng="20.827079">
        <pv:geometry xsi:type="pv:GeometryOneAxisHorizontalNS" rotationLimitEast="-90" rotationLimitWest="90" backTracking="true" azimuth="180"/>
		<!-- rotation limits are defined as tilt of tracker table relative to its central position (horizontal=0 deg.), limits are usually symmetrical-->
        <pv:system installedPower="1" installationType="FREE_STANDING" selfShading="false">
        <!--by setting selfShading=true and backTtracking=false we can switch on the impact of inter-row shading on PVOUT-->
            <pv:module type="CSI"></pv:module>
            <pv:inverter></pv:inverter>
            <pv:losses></pv:losses>
            <pv:topology xsi:type="pv:TopologyColumn" relativeSpacing="2.5" type="UNPROPORTIONAL2"/>
        </pv:system>
    </site>   
    <processing key="GTI PVOUT TEMP" summarization="HOURLY" terrainShading="true">
           <timeZone>GMT+01</timeZone>
        <timestampType>CENTER</timestampType>
    </processing>  
</ws:dataDeliveryRequest>

Example of tracking PV system with one inclined axis in the north-south direction

<ws:dataDeliveryRequest dateFrom="2018-02-11" dateTo="2018-02-11"
    xmlns="http://geomodel.eu/schema/data/request"
    xmlns:ws="http://geomodel.eu/schema/ws/data"
    xmlns:geo="http://geomodel.eu/schema/common/geo"
    xmlns:pv="http://geomodel.eu/schema/common/pv"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
      
    <site id="demo" lat="48.61259" lng="20.827079">
        <pv:geometry xsi:type="pv:GeometryOneAxisInclinedNS" axisTilt="30" rotationLimitEast="-90" rotationLimitWest="90" backTracking="true" azimuth="180"/>
		<!-- tilt of tracker axis defaults to 30 degrees if the attribute axisTilt is omitted -->
		<!-- tracker axis is tilted towards equator on each Earth hemisphere, e.g. towards 180 deg. azimuth on the Northern hemisphere, 0 deg. azimuth for the Southern hemisphere-->
		<!-- rotation limits are defined as tilt of tracker table relative to its central position (in this case inclined plane), limits are usually symmetrical-->
        <pv:system installedPower="1" installationType="FREE_STANDING" selfShading="false">
        <!--by setting selfShading=true and backTtracking=false we can switch on the impact of inter-row shading on PVOUT -->
            <pv:module type="CSI"></pv:module>
            <pv:inverter></pv:inverter>
            <pv:losses></pv:losses>
            <pv:topology xsi:type="pv:TopologyColumn" relativeSpacing="2.4" type="UNPROPORTIONAL2"/>
        </pv:system>
    </site>   
    <processing key="GTI PVOUT TEMP" summarization="HOURLY" terrainShading="true">
           <timeZone>GMT+01</timeZone>
        <timestampType>CENTER</timestampType>
    </processing>  
</ws:dataDeliveryRequest>

Example of tracking PV system with one vertical axis

<ws:dataDeliveryRequest dateFrom="2018-02-11" dateTo="2018-02-11"
    xmlns="http://geomodel.eu/schema/data/request"
    xmlns:ws="http://geomodel.eu/schema/ws/data"
    xmlns:geo="http://geomodel.eu/schema/common/geo"
    xmlns:pv="http://geomodel.eu/schema/common/pv"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
    <site id="demo" lat="48.61259" lng="20.827079">
        <pv:geometry xsi:type="pv:GeometryOneAxisVertical" tilt="25" rotationLimitEast="-180" rotationLimitWest="180" backTracking="true"/>
		<!-- tilt of module defaults to 30 degrees if the attribute tilt is omitted -->
        <!--rotation limits of the vertical axis are defined relative to 0 deg. (initial tracker position) from -180 to 180 deg with -90 deg.(east) and +90 deg. (west), regardless of the hemisphere-->
        <pv:system installedPower="1" installationType="FREE_STANDING">
            <pv:module type="CSI"></pv:module>
            <pv:inverter></pv:inverter>
            <pv:losses></pv:losses>
             <pv:topology xsi:type="pv:TopologyColumn" relativeSpacing="2.5" type="UNPROPORTIONAL2"/>
			 <!--with this tracker, constructions are equally distributed in both directions, i.e. column spacing = row spacing -->
        </pv:system>
    </site>   
    <processing key="GTI PVOUT TEMP" summarization="HOURLY" terrainShading="true">
           <timeZone>GMT+01</timeZone>
        <timestampType>CENTER</timestampType>
    </processing>  
</ws:dataDeliveryRequest>

Example of tracking PV system with two axes

<ws:dataDeliveryRequest dateFrom="2018-02-11" dateTo="2018-02-11"
    xmlns="http://geomodel.eu/schema/data/request"
    xmlns:ws="http://geomodel.eu/schema/ws/data"
    xmlns:geo="http://geomodel.eu/schema/common/geo"
    xmlns:pv="http://geomodel.eu/schema/common/pv"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
    <site id="demo" lat="48.61259" lng="20.827079">
        <pv:geometry xsi:type="pv:GeometryTwoAxisAstronomical" rotationLimitEast="-180" rotationLimitWest="180"  tiltLimitMin="10" tiltLimitMax="60" backTracking="true"/>
    	   <!--rotation limits of vertical axis are defined relative to 0 deg. (initial tracker position) from -180 to 180 deg with -90 deg.=east and +90 deg.=west, regardless of hemisphere-->
		   <!--rotation limits of horizontal axis defined in the range of degrees (-90, +90), relative to horizontal position of the surface (0 deg.)-->
        <pv:system installedPower="1" installationType="FREE_STANDING">
            <pv:module type="CSI"></pv:module>
            <pv:inverter></pv:inverter>
            <pv:losses></pv:losses>
             <pv:topology xsi:type="pv:TopologyColumn" relativeSpacing="1.5" type="UNPROPORTIONAL2"/>
			 <!--with this tracker, constructions are equally distributed in both directions, i.e. column spacing = row spacing -->
        </pv:system>
    </site>   
    <processing key="GTI PVOUT" summarization="DAILY" terrainShading="true">
           <timeZone>GMT+01</timeZone>
        <timestampType>CENTER</timestampType>
    </processing>  
</ws:dataDeliveryRequest>

XML response

The root element of the XML response is the <dataDeliveryResponse> containing one <site> element inside. The <site> element has the 'id' attribute referencing the site in the request. The <site> consists of <metadata> section, one <columns> element and multiple <row> items. The <row> holds timestamp information in the 'dateTime' attribute and the numeric values in space-separated text value of the 'values' attribute. Values are sorted in the same order as their labels in the <columns> element.

Timestamps used in the XML response comply with the ISO 8601 standard for date and time representation https://en.wikipedia.org/wiki/ISO_8601. Time stamps are also aware of time zone (offset from UTC). Time zone designators are appended after the the time part of timestamp string. If the time is in UTC (https://en.wikipedia.org/wiki/Coordinated_Universal_Time)Z is added directly after the time without a space. Z is the zone designator for the zero UTC offset e.g., 2017-09-22T01:00:00.000Z . If there is an offset from UTC, this is designated by appending +/-HH:MM after the timestamp string, e.g., 2017-09-22T01:00:00.000-05:00 (UTC-5).


<?xml version="1.0"?>
<dataDeliveryResponse xmlns="http://geomodel.eu/schema/ws/data" xmlns:ns2="http://geomodel.eu/schema/common/geo">
  <site id="demo" lat="48.61259" lng="20.827079">
    <metadata>#15 MINUTE VALUES OF SOLAR RADIATION AND METEOROLOGICAL PARAMETERS AND PV OUTPUT
#
#Issued: 2017-09-03 12:40
#
#Latitude: 48.612590
#Longitude: 20.827079
#Elevation: 7.0 m a.s.l.
#http://solargis.info/imaps/#tl=Google:satellite&amp;loc=48.612590,20.827079&amp;z=14 
#
#
#Output from the climate database Solargis v2.1.13
#
#Solar radiation data
#Description: data calculated from Meteosat MSG satellite data ((c) 2017 EUMETSAT) and from atmospheric data ((c) 2017 ECMWF and NOAA) by Solargis method 
#Summarization type: instantaneous
#Summarization period: 28/04/2014 - 28/04/2014
#Spatial resolution: 250 m
#
#Meteorological data
#Description: spatially disaggregated from CFSR, CFSv2 and GFS ((c) 2017 NOAA) by Solargis method 
#Summarization type: interpolated to 15 min
#Summarization period: 28/04/2014 - 28/04/2014
#Spatial resolution: temperature 1 km, other meteorological parameters 33 km to 55 km
#
#Service provider: Solargis s.r.o., M. Marecka 3, Bratislava, Slovakia
#Company ID: 45 354 766, VAT Number: SK2022962766
#Registration: Business register, District Court Bratislava I, Section Sro, File 62765/B
#http://solargis.com, contact@solargis.com
#
#Disclaimer:
#Considering the nature of climate fluctuations, interannual and long-term changes, as well as the uncertainty of measurements and calculations, Solargis s.r.o. cannot take full guarantee of the accuracy of estimates. The maximum possible has been done for the assessment of climate conditions based on the best available data, software and knowledge. Solargis s.r.o. shall not be liable for any direct, incidental, consequential, indirect or punitive damages arising or alleged to have arisen out of use of the provided data. Solargis is a trade mark of Solargis s.r.o.
#
#Copyright (c) 2017 Solargis s.r.o.
#
#
#Columns:
#Date - Date of measurement, format DD.MM.YYYY
#Time - Time of measurement, time reference UTC+2, time step 15 min, time format HH:MM
#GHI - Global horizontal irradiance [W/m2], no data value -9
#GTI - Global tilted irradiance [W/m2] (fixed inclination: 25 deg. azimuth: 180 deg.), no data value -9
#TEMP - Air temperature at 2 m [deg. C]
#WS - Wind speed at 10 m [m/s]
#WD - Wind direction [deg.]
#AP - Atmospheric pressure [hPa]_
#RH - Relative humidity [%]
#PVOUT - PV output [kW]
#
#Data:
Date;Time;GHI;GTI;TEMP;WS;WD;AP;RH;PVOUT</metadata>
    <columns>GHI GTI TEMP WS WD AP RH PVOUT</columns>
  ....
    <row dateTime="2014-04-28T05:11:00.000+02:00" values="0.0 0.0 10.2 1.9 10.0 1005.4 81.2 0.0"/>
    <row dateTime="2014-04-28T05:26:00.000+02:00" values="5.0 5.0 10.4 1.9 10.0 1005.4 80.3 0.0"/>
    <row dateTime="2014-04-28T05:41:00.000+02:00" values="12.0 11.0 10.6 1.9 10.0 1005.3 79.5 2.85"/>
    <row dateTime="2014-04-28T05:56:00.000+02:00" values="25.0 25.0 10.9 2.2 10.0 1005.3 78.7 11.936"/>
    <row dateTime="2014-04-28T06:11:00.000+02:00" values="38.0 37.0 11.2 2.2 10.0 1005.2 77.9 21.25"/>
    <row dateTime="2014-04-28T06:26:00.000+02:00" values="102.0 70.0 11.9 2.2 10.0 1005.1 76.5 38.582"/>
    <row dateTime="2014-04-28T06:41:00.000+02:00" values="144.0 112.0 12.7 2.2 10.0 1005.0 75.0 68.925"/>
    <row dateTime="2014-04-28T06:56:00.000+02:00" values="183.0 156.0 13.4 2.1 9.0 1004.9 73.5 106.197"/>
    <row dateTime="2014-04-28T07:11:00.000+02:00" values="223.0 202.0 14.2 2.1 9.0 1004.8 72.1 150.239"/>
    <row dateTime="2014-04-28T07:26:00.000+02:00" values="265.0 252.0 14.8 2.1 9.0 1004.7 71.2 197.703"/>
    <row dateTime="2014-04-28T07:41:00.000+02:00" values="308.0 304.0 15.3 2.1 9.0 1004.7 70.3 248.14"/>
    <row dateTime="2014-04-28T07:56:00.000+02:00" values="354.0 359.0 15.8 1.7 8.0 1004.6 69.4 301.096"/>
    <row dateTime="2014-04-28T08:11:00.000+02:00" values="403.0 420.0 16.4 1.7 8.0 1004.6 68.4 357.374"/>
    <row dateTime="2014-04-28T08:26:00.000+02:00" values="450.0 479.0 16.9 1.7 8.0 1004.7 66.0 411.019"/>
    <row dateTime="2014-04-28T08:41:00.000+02:00" values="497.0 544.0 17.5 1.7 8.0 1004.8 63.5 468.12"/>
    <row dateTime="2014-04-28T08:56:00.000+02:00" values="539.0 599.0 18.0 1.8 26.0 1004.8 61.0 515.073"/>
  ...
    <row dateTime="2014-04-28T23:41:00.000+02:00" values="0.0 0.0 14.1 2.9 353.0 1004.8 93.3 0.0"/>
    <row dateTime="2014-04-28T23:56:00.000+02:00" values="0.0 0.0 14.0 2.8 354.0 1004.8 93.3 0.0"/>
  </site>
</dataDeliveryResponse>

Push data delivery

CSV request examples

Push delivery request is stored on a user's remote directory. Data request file must have header with input parameter names on a first row. Below header, there can be unlimited number of rows with parameter values (each row is treated as one request). Order of parameters in the header is optional. CSV request for the Push contract delivery is typically prepared, maintained and validated by Solargis.

Example of regular CSV request for monitoring

Note, there are no "fromDate" and "toDate" parameters. Date period is resolved according to contract and managed by the scheduled automated process.

siteIdlatlngaltgeometryazimuthtiltsummarizationterrainShadingprocessingKeyspvModuleTechnologypvInstallationTypepvInstalledPowerpvInverterEffConstantpvModuleTempNOCTpvModuleTempCoeffPmaxpvLossesDCPollutionSnowpvLossesDCCablespvLossesDCMismatchpvLossesACTransformerpvLossesACCablepvModuleDegradationpvModuleDegradationFirstYeardateStartuppvFieldColumnSpacingRelativepvTrackerBackTrackpvTrackerRotMinpvFieldSelfShadingpvFieldTopologyTypeactive
PV_plant_example48.6125920.82707920OneAxisHorizontalNS00hourlyTRUEGHI GTI DIF TEMP PVOUTCSIFREE_STANDING4002098.445-0.453.520.50.90.80.50.8201507012.53TRUE-45,45TRUEUNPROPORTIONAL1TRUE

Example of on-time CSV request

Parameters "fromDate" and "toDate" are required in this case. Such request is processed only once. Note, only radiation and temperature is requested in this case, so no PV system settings are needed to enter. 

siteIdlatlngaltgeometryazimuthtiltsummarizationterrainShadingprocessingKeysfromDatetoDateactivetimeZonesatelliteTimeStamptimeStampType
Variant_448.6125920.82707920 FixedOneAngle18020min15FALSEGHI GTI DIF TEMP2012060120121130TRUE0TRUECENTER

Example of CSV request for forecasting

Note the usage of "forecastFromDay" and "forecastToDay" parameters. In this example data will be send (e.g., every 12 hours) for the period since today (forecastFromDay=0) up to 7 days ahead (forecastToDay=7).

siteIdlatlnggeometryazimuthtiltsummarizationforecastFromDayforecastToDayterrainShadingprocessingKeyspvModuleTechnologypvInstallationTypepvInstalledPowerpvInverterEffConstantpvModuleTempNOCTpvModuleTempCoeffPmaxpvLossesDCPollutionSnowpvLossesDCCablespvLossesDCMismatchpvLossesACTransformerpvLossesACCablepvModuleDegradationpvModuleDegradationFirstYeardateStartuppvFieldRowSpacingRelativepvFieldColumnSpacingRelativepvTrackerBackTrackpvFieldTerrainSlopepvFieldTerrainAzimuthpvFieldSelfShadingpvFieldTopologyTypeactivepvInverterLimitationACPowertimezonetimestamptype
148.61259117.346977FixedOneAngle031hourly07TRUEGHI GTI TEMP PVOUTCSIFREE_STANDING10097.345-0.453.520.810.50.50.8201505211.731.73FALSE1180TRUEUNPROPORTIONAL1TRUE300002START

CSV response examples

Push delivery response is stored on a user's remote directory. Responses from this service are files in the Solargis CSV format with title, metadata and data sections. Files are suitable for automated processing. Examples of CSV response files: